Big Data Analysis on Global Community Formation and Isolation: Sustainability and Flow of Commodities, Money, and Humans
Ikeda, Yuichi, Iyetomi, Hiroshi, Mizuno, Takayuki
- 出版商: Springer
- 出版日期: 2021-06-13
- 售價: $5,110
- 貴賓價: 9.5 折 $4,855
- 語言: 英文
- 頁數: 511
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 9811549435
- ISBN-13: 9789811549434
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相關分類:
遊戲引擎 Game-engine、大數據 Big-data、Data Science、行銷/網路行銷 Marketing
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相關主題
商品描述
In this book, the authors analyze big data on global interdependence caused by the flows of commodities, money, and people, using a network science approach to obtain differing views of globalization and to clarify the facts on isolation of communities.
Globalization reduces international economic inequality, i.e., it allows emerging countries to catch up while it increases relative poverty in some advanced countries. How should this trade-off between international and domestic inequalities be resolved? At the same time, the reduction of biocultural diversity caused by globalization needs to be avoided. What kind of change is required in local communities to conserve biocultural diversity?
On the issue of commodity flow, research results of the supply-chain network, isolation in industry, and resource flows and stocks are presented in this book. For monetary flow, ownership networks, value-added networks, and profit shifting were studied; and regarding the flow of people, linkage of ethnic groups, immigrant assimilation, and refugees were examined. Based on the resulting view of globalization and isolation, the development of the isolation index using machine learning is discussed. Finally, recommendations for evidence-based policymaking in the United Nations are considered.
作者簡介
Hiroshi Iyetomi, Niigata University
Takayuki Mizuno, National Institute of Informatics